Yikang Shen
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Advanced Neural Network Applications
Most-Cited Works
- → Long Range Arena: A Benchmark for Efficient Transformers(2020)195 cited
- → BanditSum: Extractive Summarization as a Contextual Bandit(2018)175 cited
- → Covalent Adaptable Liquid Crystal Networks Enabled by Reversible Ring-Opening Cascades of Cyclic Disulfides(2021)166 cited
- → Ordered Neurons: Integrating Tree Structures into Recurrent Neural\n Networks(2018)158 cited
- → Straight to the Tree: Constituency Parsing with Neural Syntactic Distance(2018)98 cited
- → Aligning Large Multimodal Models with Factually Augmented RLHF(2024)78 cited
- → Mod-Squad: Designing Mixtures of Experts As Modular Multi-Task Learners(2023)63 cited
- → Arbuscular mycorrhizal fungal colonization and soil pH induced by nitrogen and phosphorus additions affects leaf C:N:P stoichiometry in Chinese fir (Cunninghamia lanceolata) forests(2021)62 cited
- → Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision(2023)61 cited